IHUMAN COMPREHENSIVE CLINICAL CASE REPORT
Patient Name: Avery Brook Chief Complaint (CC): "Slipping grades and
Age / Gender: 10 Years Old / Female daytime fatigue"
Height: 4’7” (140 cm) Encounter Specialty: Pediatric Advanced
Weight: 80.0 lbs (36.4 kg) [75th Percentile] Assessment
Level of Difficulty: Advanced Pathophysiology &
DDx
Setting: Outpatient Pediatric Clinic
1. Executive Case Summary
Avery Brook is a 10-year-old female brought to the outpatient pediatric clinic by her mother due to a 3-to-4
month history of declining academic performance, chronic daytime lethargy, mild progressive weight gain
despite reported poor appetite, and general social withdrawal at school. Her mother notes that Avery
previously earned straight A's in 4th grade but has recently received C's and D's in her 5th-grade class. The
teacher reported that Avery appears "foggy," frequently stares off into space, moves slowly, and occasionally
falls asleep during quiet reading periods.
Initial differential diagnostic considerations spanned neurodevelopmental disorders (Attention-
Deficit/Hyperactivity Disorder, Inattentive Type), primary sleep disorders (Pediatric Obstructive Sleep Apnea
due to adenotonsillar hypertrophy), psychiatric conditions (Pediatric Major Depressive Disorder), and
metabolic/endocrine disorders (Acquired Juvenile Hypothyroidism, Type 1 Diabetes Mellitus, or Chronic
Anemia). Upon structured history and thorough physical evaluation, key pertinent negatives were identified:
absence of hyperactivity, lack of night terrors or snoring, no overt sad mood or self-harm ideation, and lack
of polyuria or polydipsia. Pertinent positive physical findings included mild diffuse non-tender goiter, dry
cool skin, delayed relaxation phase of deep tendon reflexes (bradyreflexia), and mild periorbital edema.
2. Primary Learning Objectives
Pediatric Diagnostic Reasoning: Distinguish between primary neurodevelopmental/cognitive disorders
and underlying systemic/endocrine etiologies presenting as academic decline in school-aged children.
Comprehensive Pediatric History: Demonstrate mastery of structured pediatric interviewing techniques
using HPI frameworks (OLD-CARTS) and multi-system Review of Systems (ROS).
Physical Exam Skills: Accurately identify clinical signs of pediatric thyroid dysgenesis/dysfunction, including
thyroid gland palpation, cutaneous manifestations, and deep tendon reflex kinetics.
Lab Interpretation & Evidence-Based Management: Interpret pediatric thyroid panels (TSH, Free T4, Anti-
TPO antibodies), formulate evidence-based Levothyroxine dosing, and design a multi-disciplinary follow-up
and monitoring plan.
CLINICAL PEARL: SCHOOL PERFORMANCE AS A SYSTEMIC BIOMARKER
,PEDIATRIC HISTORY LOG (IHUMAN INTERVIEW
TRANSCRIPT)
The following structured interview logs document the essential questions asked during the iHuman clinical
encounter, the responses obtained from the patient (Avery) and her mother (informant), and the underlying
clinical rationale for each inquiry.
# IHUMAN INTERVIEW QUESTION ASKED PATIENT / PARENT RESPONSE CLINICAL RATIONALE
1 "What brings Avery to the clinic Mother: "Her teacher called us last Establishes chief
today?" week because Avery's grades have complaint and timeline of
dropped significantly over the past 3 onset. Primary driver of
months. She seems tired all the time clinical presentation.
and just can't pay attention."
2 "When did you first notice her fatigue Mother: "It started subtly around 3 or Establishes subacute
and academic trouble?" 4 months ago at the start of the new progression; helps rule
school term, but it has gotten out acute infectious or
noticeably worse in the past month." toxicological causes.
3 "Does Avery have trouble falling or Mother: "No, she goes to bed at 8:30 Assesses sleep hygiene
staying asleep at night?" PM and sleeps 10 full hours until 6:30 and helps rule out
AM, but she still wakes up primary sleep deprivation
exhausted." as the sole cause of
fatigue.
4 "Does she snore loudly, gasp for Mother: "No snoring or breathing Rules out Pediatric
breath, or stop breathing during pauses at all. She sleeps very quietly." Obstructive Sleep Apnea
sleep?" (OSA) secondary to
adenotonsillar
hypertrophy.
5 "Have you noticed changes in her Mother: "She hasn't had much of an High diagnostic specificity
weight, appetite, or eating habits?" appetite, but surprisingly she's gained for hypometabolic states
about 5 pounds over the last few (e.g., hypothyroidism) vs.
months." hypermetabolic states.
6 "How are her bowel movements? Any Mother: "She used to go every day, Evaluates gastrointestinal
constipation or diarrhea?" but lately she only goes every 3 to 4 motility; decreased GI
days, and her stools are hard and motility strongly aligns
painful." with systemic
hypothyroid state.
, # IHUMAN INTERVIEW QUESTION ASKED PATIENT / PARENT RESPONSE CLINICAL RATIONALE
7 "Has Avery complained of feeling Avery: "Yes, I always wear a hoodie in Cold intolerance reflects
unusually cold when others are my classroom even when my impaired facultative
comfortable?" classmates say it's warm." thermogenesis, classic for
decreased thyroid
hormone action.
8 "Have you noticed any changes in her Mother: "Her skin feels really dry and Dermatologic changes
skin, hair, or nails?" rough, and her hair seems thinner reflect reduced epidermal
and drier than usual." cell turnover and
decreased sebum
production.
9 "Has Avery expressed feeling sad, Avery: "I feel sad that my grades are Differentiates primary
anxious, or hopeless about anything?" bad, but I'm not depressed or mood disorders (Pediatric
anything. I just feel too tired to MDD) from organic
focus." organic fatigue/cognitive
slowing.
10 "Has she shown any physical Mother: "Never. She has always been Strong negative predictor
hyperactivity, fidgeting, or calm, but now she seems completely for Attention-
impulsivity?" sluggish and slow to react." Deficit/Hyperactivity
Disorder (ADHD,
Combined or Hyperactive
Type).
Patient Name: Avery Brook Chief Complaint (CC): "Slipping grades and
Age / Gender: 10 Years Old / Female daytime fatigue"
Height: 4’7” (140 cm) Encounter Specialty: Pediatric Advanced
Weight: 80.0 lbs (36.4 kg) [75th Percentile] Assessment
Level of Difficulty: Advanced Pathophysiology &
DDx
Setting: Outpatient Pediatric Clinic
1. Executive Case Summary
Avery Brook is a 10-year-old female brought to the outpatient pediatric clinic by her mother due to a 3-to-4
month history of declining academic performance, chronic daytime lethargy, mild progressive weight gain
despite reported poor appetite, and general social withdrawal at school. Her mother notes that Avery
previously earned straight A's in 4th grade but has recently received C's and D's in her 5th-grade class. The
teacher reported that Avery appears "foggy," frequently stares off into space, moves slowly, and occasionally
falls asleep during quiet reading periods.
Initial differential diagnostic considerations spanned neurodevelopmental disorders (Attention-
Deficit/Hyperactivity Disorder, Inattentive Type), primary sleep disorders (Pediatric Obstructive Sleep Apnea
due to adenotonsillar hypertrophy), psychiatric conditions (Pediatric Major Depressive Disorder), and
metabolic/endocrine disorders (Acquired Juvenile Hypothyroidism, Type 1 Diabetes Mellitus, or Chronic
Anemia). Upon structured history and thorough physical evaluation, key pertinent negatives were identified:
absence of hyperactivity, lack of night terrors or snoring, no overt sad mood or self-harm ideation, and lack
of polyuria or polydipsia. Pertinent positive physical findings included mild diffuse non-tender goiter, dry
cool skin, delayed relaxation phase of deep tendon reflexes (bradyreflexia), and mild periorbital edema.
2. Primary Learning Objectives
Pediatric Diagnostic Reasoning: Distinguish between primary neurodevelopmental/cognitive disorders
and underlying systemic/endocrine etiologies presenting as academic decline in school-aged children.
Comprehensive Pediatric History: Demonstrate mastery of structured pediatric interviewing techniques
using HPI frameworks (OLD-CARTS) and multi-system Review of Systems (ROS).
Physical Exam Skills: Accurately identify clinical signs of pediatric thyroid dysgenesis/dysfunction, including
thyroid gland palpation, cutaneous manifestations, and deep tendon reflex kinetics.
Lab Interpretation & Evidence-Based Management: Interpret pediatric thyroid panels (TSH, Free T4, Anti-
TPO antibodies), formulate evidence-based Levothyroxine dosing, and design a multi-disciplinary follow-up
and monitoring plan.
CLINICAL PEARL: SCHOOL PERFORMANCE AS A SYSTEMIC BIOMARKER
,PEDIATRIC HISTORY LOG (IHUMAN INTERVIEW
TRANSCRIPT)
The following structured interview logs document the essential questions asked during the iHuman clinical
encounter, the responses obtained from the patient (Avery) and her mother (informant), and the underlying
clinical rationale for each inquiry.
# IHUMAN INTERVIEW QUESTION ASKED PATIENT / PARENT RESPONSE CLINICAL RATIONALE
1 "What brings Avery to the clinic Mother: "Her teacher called us last Establishes chief
today?" week because Avery's grades have complaint and timeline of
dropped significantly over the past 3 onset. Primary driver of
months. She seems tired all the time clinical presentation.
and just can't pay attention."
2 "When did you first notice her fatigue Mother: "It started subtly around 3 or Establishes subacute
and academic trouble?" 4 months ago at the start of the new progression; helps rule
school term, but it has gotten out acute infectious or
noticeably worse in the past month." toxicological causes.
3 "Does Avery have trouble falling or Mother: "No, she goes to bed at 8:30 Assesses sleep hygiene
staying asleep at night?" PM and sleeps 10 full hours until 6:30 and helps rule out
AM, but she still wakes up primary sleep deprivation
exhausted." as the sole cause of
fatigue.
4 "Does she snore loudly, gasp for Mother: "No snoring or breathing Rules out Pediatric
breath, or stop breathing during pauses at all. She sleeps very quietly." Obstructive Sleep Apnea
sleep?" (OSA) secondary to
adenotonsillar
hypertrophy.
5 "Have you noticed changes in her Mother: "She hasn't had much of an High diagnostic specificity
weight, appetite, or eating habits?" appetite, but surprisingly she's gained for hypometabolic states
about 5 pounds over the last few (e.g., hypothyroidism) vs.
months." hypermetabolic states.
6 "How are her bowel movements? Any Mother: "She used to go every day, Evaluates gastrointestinal
constipation or diarrhea?" but lately she only goes every 3 to 4 motility; decreased GI
days, and her stools are hard and motility strongly aligns
painful." with systemic
hypothyroid state.
, # IHUMAN INTERVIEW QUESTION ASKED PATIENT / PARENT RESPONSE CLINICAL RATIONALE
7 "Has Avery complained of feeling Avery: "Yes, I always wear a hoodie in Cold intolerance reflects
unusually cold when others are my classroom even when my impaired facultative
comfortable?" classmates say it's warm." thermogenesis, classic for
decreased thyroid
hormone action.
8 "Have you noticed any changes in her Mother: "Her skin feels really dry and Dermatologic changes
skin, hair, or nails?" rough, and her hair seems thinner reflect reduced epidermal
and drier than usual." cell turnover and
decreased sebum
production.
9 "Has Avery expressed feeling sad, Avery: "I feel sad that my grades are Differentiates primary
anxious, or hopeless about anything?" bad, but I'm not depressed or mood disorders (Pediatric
anything. I just feel too tired to MDD) from organic
focus." organic fatigue/cognitive
slowing.
10 "Has she shown any physical Mother: "Never. She has always been Strong negative predictor
hyperactivity, fidgeting, or calm, but now she seems completely for Attention-
impulsivity?" sluggish and slow to react." Deficit/Hyperactivity
Disorder (ADHD,
Combined or Hyperactive
Type).
